{"id":"W4392241401","doi":"10.1186/s12903-024-04052-9","title":"Irreversible pulpitis in mature permanent teeth: a cost-effectiveness analysis of pulpotomy versus root canal treatment","year":2024,"lang":"en","type":"article","venue":"BMC Oral Health","topic":"Endodontics and Root Canal Treatments","field":"Dentistry","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Pulpotomy; Medicine; Root canal; Dentistry; Pulpitis; Cost effectiveness; Context (archaeology); Quality-adjusted life year; Willingness to pay; Cost–benefit analysis; Economic evaluation; Risk analysis (engineering); Molar","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003333021,0.0002532298,0.0007080255,0.000632808,0.00007934465,0.00005109186,0.0001276863,0.0001136835,0.0001896032],"category_scores_gemma":[0.00001681517,0.0002073769,0.0003574738,0.001518312,0.00003463323,0.00009083278,0.00004114237,0.0001689956,0.00005719943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001997571,"about_ca_system_score_gemma":0.0005870252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05117328,"about_ca_topic_score_gemma":0.5276565,"domain_scores_codex":[0.9980046,0.0002939908,0.0004112452,0.0004766104,0.0003458233,0.0004677284],"domain_scores_gemma":[0.9990342,0.0002691016,0.000105161,0.0003281446,0.00004848175,0.000214907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006746811,0.0006669745,0.9812997,0.0008575721,0.002519617,0.0008659087,0.0002506949,0.002002844,0.00003351004,0.00171779,0.0007838537,0.008326841],"study_design_scores_gemma":[0.003292085,0.0006933254,0.9830536,0.0002747258,0.001082433,0.0000191448,0.0001855567,0.003757071,0.0001900081,0.00004917239,0.007164444,0.0002384418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929331,0.003503051,0.0001093446,0.00007773726,0.001054615,0.0008662841,0.0007519096,0.00005418276,0.0006498059],"genre_scores_gemma":[0.9978514,0.0001426684,0.000232705,0.00001904396,0.00005022548,0.000112023,0.0003824681,0.00002747796,0.00118197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4764832,"threshold_uncertainty_score":0.9551451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09507061516917026,"score_gpt":0.409092308656721,"score_spread":0.3140216934875508,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}